 ;; **
 
 ;; @@
-(def num-particles 1000)
+(def num-particles 10)
 (def csis-states (take num-particles (infer :csis pdfa [test-observations alphabet])))
-(repeatedly 1 #(sample* (categorical (vec (empirical-distribution (collect-results csis-states))))))
 ;; @@
 ;; =>
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+;;; {"type":"html","content":"<span class='clj-var'>#&#x27;pdfa/csis-states</span>","value":"#'pdfa/csis-states"}
 ;; <=
 
 ;; @@
-(def num-particles 1000)
-(def is-states (take num-particles (infer :importance pdfa [test-observations alphabet])))
-(repeatedly 1 #(sample* (categorical (vec (empirical-distribution (collect-results is-states))))))
+(categorical (vec (empirical-distribution (collect-results csis-states))))
 ;; @@
 ;; =>
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 ;; <=
+
+;; @@
+(sample* (categorical (vec (empirical-distribution (collect-results csis-states)))))
+;; @@
+
+;; @@
+(def num-particles 10)
+(def is-states (take num-particles (infer :importance pdfa [test-observations alphabet])))
+
+;; @@
+;; =>
+;;; {"type":"html","content":"<span class='clj-var'>#&#x27;pdfa/is-states</span>","value":"#'pdfa/is-states"}
+;; <=
+
+;; @@
+(sample* (categorical (vec (empirical-distribution (collect-results is-states)))))
+;; @@
 
 ;; @@
 (def num-particles 1000)

;; @@
(ns pdfa
  (:require anglican.infcomp.csis
            anglican.smc
            anglican.infcomp.core
            [anglican.infcomp.network :refer :all]

;; **

;; @@
(def alphabet "ABCDE")
(sample-observes-from-prior pdfa [(repeat 10 nil) alphabet])
;; @@
;; =>
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;; <=

;; @@
